Robot Mission Builder for Non-Engineers
A no-code drag-and-drop tool that lets warehouse and security managers program drone and ground-robot patrol, search, and inventory missions using a knowledge graph of their own facility.
warehouse, greenhouse, and small-site facility managers running one to five autonomous units
- Floor-plan import with point-and-click waypoints, zones, and restricted areas
- Plain-language mission editor that turns sentences like 'sweep the loading dock every 30 min and flag any motion after hours' into executable plans
- Pre-flight simulator that visualizes the robot path, sensor coverage, and battery usage before deployment
- Auto-generated incident log and shift summary from each completed mission
The paper formalizes knowledge-graph-driven missions as a standard ROS 2 pattern; small operators without ROS engineers are the actual bottleneck preventing adoption in mid-sized warehouses and farms
Real but narrow niche: Corvus Robotics targets Fortune 500 warehouse inventory drones and TensorFleet ships 'mission graphs' for fleet APIs, but small operators (1–5 units) without ROS engineers are an underserved thin slice of the broader market.Corvus Robotics — Autonomous inventory intelligence for the physical economy ↗TensorFleet — Deploy and Manage Drone & Robot Fleets ↗
TensorFleet already offers 'mission graphs' and ROS/PX4 adapters; the open-source mgonzs13/knowledge_graph ROS 2 project and Autonomous_Patrol_ROS2 repos cover adjacent ground, so the no-code-for-non-engineers angle has some room but is not wide open.TensorFleet — Deploy and Manage Drone & Robot Fleets ↗GitHub - mgonzs13/knowledge_graph: A distributed knowledge graph for ROS 2 ↗
Robot fleet management is a paid SaaS category (per CobotFinder/F6S/Gitnux guides) but buyers are typically large enterprises; small-site managers running 1–5 units have thin budgets and hardware vendors (DJI, Skydio) often bundle software, pressuring willingness to pay for a standalone mission builder.Robot Fleet Management Software Guide (2026) | CobotFinder ↗Best Robot Fleet Management Software | 2026 Edition ↗
Agricultural/greenhouse robotics market is projected to grow materially through 2030–2034 (MarketsandMarkets, Dataintelo) and the knowledge-graph-driven mission methodology is now formalized in IEEE/arXiv as a standard ROS 2 pattern, giving the underlying approach durability.Greenhouse Robotics Market Research Report 2034 ↗A Methodology for Designing Knowledge-Driven Missions for Robots ↗
Non-trivial: must integrate ROS 2/Nav2, vendor SDKs (DJI, Skydio, Boston Dynamics), SLAM, safety/override behavior, and a usable drag-and-drop UI on top — the GitHub autonomous-warehouse-robot and patrol stacks show each layer is a multi-month effort on its own.GitHub - PrathamRathod14/autonomous-warehouse-robot: Mission-level ... ↗GitHub - vidyapedia/Autonomous_Patrol_ROS2 ↗